Google Cloud
Introduction to Trading, Machine Learning & GCP
Google Cloud

Introduction to Trading, Machine Learning & GCP

Jack Farmer

Instructor: Jack Farmer

56,404 already enrolled

Included with Coursera Plus

Gain insight into a topic and learn the fundamentals.
4.0

(851 reviews)

Intermediate level

Recommended experience

Flexible schedule
Approx. 9 hours
Learn at your own pace
86%
Most learners liked this course
Gain insight into a topic and learn the fundamentals.
4.0

(851 reviews)

Intermediate level

Recommended experience

Flexible schedule
Approx. 9 hours
Learn at your own pace
86%
Most learners liked this course

What you'll learn

  • Understand the fundamentals of trading, including the concepts of trend, returns, stop-loss, and volatility.

  • Define quantitative trading and the main types of quantitative trading strategies.

  • Understand the basic steps in exchange arbitrage, statistical arbitrage, and index arbitrage.

  • Understand the application of machine learning to financial use cases.

Details to know

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Assessments

8 assignments

Taught in English

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This course is part of the Machine Learning for Trading Specialization
When you enroll in this course, you'll also be enrolled in this Specialization.
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There are 4 modules in this course

In this module you will be introduced to the fundamentals of trading. You will also be introduced to machine learning. Machine Learning is both an art that involves knowledge of the right mix of parameters that yields accurate, generalized models and a science that involves knowledge of the theory to solve specific types of problems.

What's included

26 videos3 readings4 assignments1 app item

In this module you will be introduced to supervised machine learning and some relevant algorithms commonly applied to trading problems. You will get some hands-on experience building a regression model using BigQuery Machine Learning

What's included

6 videos1 reading1 assignment2 app items

In this module you will learn about ARIMA modeling and how it is applied to time series data. You will get hands-on experience building an ARIMA model for a financial dataset.

What's included

11 videos1 assignment1 app item

In this module you'll learn about neural networks and how they relate to deep learning. You'll also learn how to gauge model generalization using regularization, and cross-validation. Also, you'll be introduced to Google Cloud Platform (GCP). Specifically, you'll be shown how to leverage GCP for implementing trading techniques.

What's included

5 videos1 reading2 assignments1 discussion prompt

Instructor

Instructor ratings
4.4 (185 ratings)
Jack Farmer
New York Institute of Finance
13 Courses136,587 learners

Offered by

Google Cloud

Recommended if you're interested in Machine Learning

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Learner reviews

4.0

851 reviews

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AJ
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Reviewed on Jul 10, 2024

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